{"id":"W4283702815","doi":"10.1136/annrheumdis-2022-eular.2830","title":"POS0607 IMPROVING TREAT-TO-TARGET IMPLEMENTATION IN RHEUMATOID ARTHRITIS: A SYSTEMATIC LITERATURE REVIEW OF BARRIERS, FACILITATORS, AND INTERVENTIONS","year":2022,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Psychological intervention; Checklist; Critical appraisal; Systematic review; Family medicine; MEDLINE; Physical therapy; Nursing; Alternative medicine; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03056794,0.001178291,0.007016661,0.005481089,0.0009764894,0.003518803,0.002112885,0.002963729,0.007357679],"category_scores_gemma":[0.09339833,0.001239273,0.01223767,0.008188022,0.0009860614,0.003256818,0.002797844,0.00344445,0.0005551827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00400215,"about_ca_system_score_gemma":0.02893345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364563,"about_ca_topic_score_gemma":0.0455997,"domain_scores_codex":[0.9745228,0.01262841,0.007497106,0.001108593,0.003476121,0.0007670881],"domain_scores_gemma":[0.9288935,0.05382894,0.009842666,0.00100331,0.005217501,0.001213984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002008862,0.0002699303,0.005643029,0.8565637,0.02744021,0.00007201029,0.0007294763,0.000169127,0.0001491421,0.0004709805,0.003075807,0.1034079],"study_design_scores_gemma":[0.003996768,0.001214613,0.01882708,0.8368491,0.1248998,0.0001044326,0.001032328,0.0001923346,0.0002044121,0.0004436956,0.0121523,0.00008309456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01349859,0.9763688,0.0006428976,0.002325877,0.0005621556,0.002577552,0.002322247,0.00004246893,0.001659459],"genre_scores_gemma":[0.1072142,0.875875,0.005750587,0.003518577,0.000310895,0.005392998,0.00147827,0.00002905765,0.0004303985],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03056794,"threshold_uncertainty_score":0.1616607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779176907227864,"score_gpt":0.3300506201722435,"score_spread":0.3122588510999649,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}